{"id":"W4405617931","doi":"10.3760/cma.j.cn112140-20240913-00639","title":"[Analysis of the current status of red blood cell transfusion in very preterm infants from Chinese Neonatal Network in 2022].","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Red blood cell; Intensive care medicine; Pediatrics; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001575374,0.00009977339,0.0004533039,0.0002778533,0.0000133824,0.000001660595,0.00008719799,0.00007414286,0.0000444315],"category_scores_gemma":[0.000103971,0.0000692987,0.000165498,0.001653761,0.0000469529,0.0000272574,0.00004983586,0.0002448662,2.358163e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003593535,"about_ca_system_score_gemma":0.0000679677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006360709,"about_ca_topic_score_gemma":0.001818369,"domain_scores_codex":[0.9988728,0.0001268599,0.0004036533,0.0002024853,0.0001426849,0.00025149],"domain_scores_gemma":[0.9993737,0.0001403642,0.0001051413,0.0003008504,0.00003127974,0.0000486922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000930903,0.0002229153,0.9438628,0.0000741986,0.000181515,0.000003244351,0.0003138158,0.0005858465,0.001629881,0.000002193238,0.00006427914,0.05212842],"study_design_scores_gemma":[0.002428496,0.00002419617,0.9947926,0.0000665743,0.0004842809,1.398353e-7,0.0000206822,0.0006425433,0.001109512,0.00008879812,0.000293171,0.00004894548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953408,0.002681032,0.00001442741,0.00008738958,0.0005839244,0.0005439114,0.00005170495,0.000006904446,0.0006898933],"genre_scores_gemma":[0.9981707,0.001391142,0.00001382943,0.00008273722,0.00004084971,0.0001217577,0.00008153746,0.000004964877,0.00009247298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05207948,"threshold_uncertainty_score":0.2825919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008301138968605088,"score_gpt":0.2324353330635177,"score_spread":0.2241341940949126,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}